{"id":"W2558272683","doi":"10.1007/s13187-016-1143-x","title":"Perceptions of Study Newsletters for Older Cancer Patients in Longitudinal Studies","year":2016,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Prostate Cancer Canada; Public Health Agency of Canada","keywords":"Attrition; Medicine; Longitudinal study; Family medicine; Population; Intervention (counseling); Retention rate; Gerontology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623682,0.00008692628,0.000287947,0.0002276246,0.00002270969,0.000003875832,0.00006653148,0.00002818412,0.0001073594],"category_scores_gemma":[0.0001981582,0.00005555813,0.00007777919,0.0001415301,0.00004559736,0.000204106,0.00000969743,0.00007735962,9.684107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006213837,"about_ca_system_score_gemma":0.0005299687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002340999,"about_ca_topic_score_gemma":0.0008783395,"domain_scores_codex":[0.9989942,0.00002853912,0.0004880322,0.000106264,0.0002644658,0.0001185236],"domain_scores_gemma":[0.9982824,0.00009175012,0.0003914748,0.0001036509,0.00107218,0.00005859978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001693314,0.001118973,0.8739024,0.0001034454,0.0001376632,3.936857e-7,0.003953069,0.00000806932,0.0007139181,0.000001536829,0.01315619,0.106735],"study_design_scores_gemma":[0.003613801,0.0006178895,0.9892128,0.001254252,0.0002187847,0.000003101816,0.003491321,0.000001042678,0.0003889303,0.00003743851,0.001100679,0.00005995608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851733,0.002113635,0.00007669984,0.01045512,0.001587783,0.0005635106,0.00001048069,0.000002427016,0.00001704488],"genre_scores_gemma":[0.9968846,0.001379086,0.0002370457,0.0002421368,0.0005830651,0.0001338369,0.000001023866,0.00001230907,0.0005268778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153104,"threshold_uncertainty_score":0.2265595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721931020476267,"score_gpt":0.4429619785916168,"score_spread":0.4057426683868541,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}